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LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control


Feb 06, 2023
Yilun Zhao, Zhenting Qi, Linyong Nan, Lorenzo Jaime Yu Flores, Dragomir Radev

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* Accepted at EACL 2023 as a short paper 

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Explaining Graph Neural Networks via Non-parametric Subgraph Matching


Jan 07, 2023
Fang Wu, Siyuan Li, Lirong Wu, Dragomir Radev, Yinghui Jiang, Xurui Jin, Zhangming Niu, Stan Z. Li

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STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension


Dec 24, 2022
Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev

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* EMNLP 2022 

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On Improving Summarization Factual Consistency from Natural Language Feedback


Dec 20, 2022
Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev, Ahmed H. Awadallah

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BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting


Dec 19, 2022
Zheng-Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, Khalid Almubarak, M Saiful Bari, Lintang Sutawika, Jungo Kasai, Ahmed Baruwa, Genta Indra Winata, Stella Biderman, Dragomir Radev, Vassilina Nikoulina

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Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation


Dec 15, 2022
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev

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When Geometric Deep Learning Meets Pretrained Protein Language Models


Dec 07, 2022
Fang Wu, Yu Tao, Dragomir Radev, Jinbo Xu

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Explicit Knowledge Transfer for Weakly-Supervised Code Generation


Nov 30, 2022
Zhangir Azerbayev, Ansong Ni, Hailey Schoelkopf, Dragomir Radev

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CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing


Nov 10, 2022
Divyansh Agarwal, Alexander R. Fabbri, Simeng Han, Wojciech Kryscinski, Faisal Ladhak, Bryan Li, Kathleen McKeown, Dragomir Radev, Tianyi Zhang, Sam Wiseman

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* 4 pages + 3 for references and appendix 

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Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database


Nov 09, 2022
Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou

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* EMNLP 2022 

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